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Flant5-offensive-multilingual
JenniferHJF/Flant5-offensive-multilingual
Flant5-offensive-multilingual is a machine learning model from JenniferHJF. Use it for the machine learning task on the model card, and read the license before you ship it in a product. It is set up for transformers. The card lists the license as apache-2.0.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Library
- transformers
- License
- apache-2.0
- Model type
- t5
- Access
- Public
- Created
- Apr 24, 2024
- Updated
- May 1, 2024
- SHA
- 38aeb64a
Base models
Model card
From the Hugging Face model README
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
should probably proofread and complete it, then remove this comment. -->
Flant5-offensive-multilingual
This model is a fine-tuned version of google/flan-t5-base on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 0.0012
- Precision: 0.6875
- Recall: 0.6040
- F1: 0.6430
- Total Predictions: 3532
Model description
More information needed
Intended uses & limitations
More information needed
Training and evaluation data
More information needed
Training procedure
Training hyperparameters
The following hyperparameters were used during training:
- learning_rate: 5e-05
- train_batch_size: 4
- eval_batch_size: 4
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 5
Training results
| Training Loss | Epoch | Step | Validation Loss | Precision | Recall | F1 | Total Predictions |
|---|---|---|---|---|---|---|---|
| 0.2343 | 1.0 | 3753 | 0.0011 | 0.5924 | 0.6481 | 0.6190 | 3532 |
| 0.0008 | 2.0 | 7506 | 0.0010 | 0.6903 | 0.5416 | 0.6070 | 3532 |
| 0.0006 | 3.0 | 11259 | 0.0011 | 0.6012 | 0.7238 | 0.6569 | 3532 |
| 0.0005 | 4.0 | 15012 | 0.0011 | 0.6882 | 0.5765 | 0.6274 | 3532 |
| 0.0004 | 5.0 | 18765 | 0.0012 | 0.6875 | 0.6040 | 0.6430 | 3532 |
Framework versions
- Transformers 4.39.3
- Pytorch 2.0.0+cu118
- Datasets 2.18.0
- Tokenizers 0.15.2
- Library
- transformers
- Type
- t5
- License
- apache-2.0
- Created
- Apr 24, 2024
- Updated
- May 1, 2024